Compare / Nova 2 Lite vs Llama 4 Scout

Nova 2 Lite vs Llama 4 Scout

19 results from 4 sources that measured both models. Each row is in the source's own units; there is no overall winner.

Nova 2 Lite
Amazon · profile
Llama 4 Scout
Meta · profile
Results compared
19
Shared sources
4
BenchmarkMetricNova 2 LiteLlama 4 Scout
Arena (formerly LMArena)reportedBusiness, management and financeArena rating 1,3511,316
Arena (formerly LMArena)reportedCreative writingArena rating 1,2691,289
Arena (formerly LMArena)reportedExpert promptsArena rating 1,3541,309
Arena (formerly LMArena)reportedInstruction followingArena rating 1,3271,299
Arena (formerly LMArena)reportedOverallArena rating 1,3351,322
Arena (formerly LMArena)reportedWriting, literature and languageArena rating 1,2981,305
Berkeley Function Calling Leaderboard (BFCL) V4reportedIrrelevance detection% correct 82.1%44.9%
Berkeley Function Calling Leaderboard (BFCL) V4reportedMemory% correct 2.4%8.2%
Berkeley Function Calling Leaderboard (BFCL) V4reportedMulti-turn tasks% correct 2.1%9.0%
Berkeley Function Calling Leaderboard (BFCL) V4reportedOverall accuracy% correct 27.1%28.1%
Berkeley Function Calling Leaderboard (BFCL) V4reportedRelevance detection% correct 75.0%100.0%
Berkeley Function Calling Leaderboard (BFCL) V4reportedSingle-turn calls (curated)% correct 87.0%89.4%
Berkeley Function Calling Leaderboard (BFCL) V4reportedSingle-turn calls (user-contributed)% correct 80.8%74.7%
Berkeley Function Calling Leaderboard (BFCL) V4reportedWeb search% correct 5.0%14.5%
UGI LeaderboardreportedRequested-length error% off the requested word count 45.0%19.0%
UGI LeaderboardreportedStyle adherencescore from 0 to 1 0.350.36
UGI LeaderboardreportedWriting scorescore out of 100 23.526.7
Vectara Hallucination LeaderboardreportedAnswer rate% of documents 99.6%99.0%
Vectara Hallucination LeaderboardreportedHallucination rate% of summaries 5.1%7.7%

Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.